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AWS Transcribe vs Whisper API: 2026 Comparison

AWS Transcribe Whisper API
Overview Amazon's automatic speech recognition service for converting audio to text with custom vocabulary and medical transcription support. OpenAI's speech recognition API based on the Whisper model, offering accurate transcription and translation across 57 languages.
Pricing Pay-per-use ($-$$) Pay-per-use ($)
Key Features
  • Real-time streaming
  • Batch processing
  • Custom vocabulary
  • Medical transcription
  • Toxicity detection
  • Subtitles
  • 57 languages
  • Transcription
  • Translation
  • Timestamp output
  • Multiple formats
Pros
  • Good accuracy
  • Medical specialty
  • AWS integration
  • Custom vocabulary
  • High accuracy
  • Low cost
  • Many languages
  • Simple API
Cons
  • AWS dependency
  • Complex pricing
  • Region limitations
  • Setup overhead
  • No real-time streaming
  • File size limits
  • No speaker diarization
  • No custom vocabulary

AWS Transcribe

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Whisper API

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